SHOGUN  3.2.1
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
SOBI.h
Go to the documentation of this file.
1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2013 Kevin Hughes
8  */
9 
10 #ifndef SOBI_H_
11 #define SOBI_H_
12 
13 #include <shogun/lib/config.h>
14 #ifdef HAVE_EIGEN3
15 #include <shogun/lib/SGNDArray.h>
18 
19 namespace shogun
20 {
21 
22 class CFeatures;
23 
37 class CSOBI: public CICAConverter
38 {
39  public:
40 
42  CSOBI();
43 
45  virtual ~CSOBI();
46 
50  virtual CFeatures* apply(CFeatures* features);
51 
56 
60  void set_tau(SGVector<float64_t> tau);
61 
66 
68  virtual const char* get_name() const { return "SOBI"; };
69 
70  protected:
71 
73  void init();
74 
75  private:
76 
78  SGVector<float64_t> m_tau;
79 
81  SGNDArray<float64_t> m_covs;
82 };
83 }
84 #endif // HAVE_EIGEN3
85 #endif // SOBI

SHOGUN Machine Learning Toolbox - Documentation